Essays about: "Data-Driven Organization"

Showing result 11 - 15 of 47 essays containing the words Data-Driven Organization.

  1. 11. Data Driven Energy Efficiency of Ships

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Tarik Taspinar; [2022]
    Keywords : Local outlier factor; k-nearest neighbors; random forest; gradient boosting; support vector machines; ensemble learning; ship speed optimization; genetic algorithm; DEAP; HyperOpt;

    Abstract : Decreasing the fuel consumption and thus greenhouse gas emissions of vessels has emerged as a critical topic for both ship operators and policy makers in recent years. The speed of vessels has long been recognized to have highest impact on fuel consumption. READ MORE

  3. 12. Data driven decision making at non-profit social impact organizations: A case study of Amnesty International

    University essay from Lunds universitet/Produktionsekonomi

    Author : Elvin Tengdahl; [2022]
    Keywords : Data driven decision making; Business intelligence; Analytics; Performance measurement; Non-profit organizations; Social impact organizations; Technology and Engineering;

    Abstract : Decision making is deemed one of the most influential and impactful activities in an organization. Yet, it is often based solemnly on the decision makers knowledge, experience, and instinct, disregarding the quantitative evidence which can be obtained from data generated in the organizations processes. READ MORE

  4. 13. Machine Learning Driven Simulation in the Automotive Industry

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Aravind Ram Seshadri; [2022]
    Keywords : Machine learning in simulation; simulation-based machine learning; concept development; machine learning; data-driven design; data-driven simulation; technology analysis; capability analysis; technology study; design exploitation; classification algorithms; logistic regression;

    Abstract : The current thesis investigates data-driven simulation decision-making with field-quality consumer data. This is accomplished by outlining the benefits and uses of combining machine learning and simulation in the literature and by locating barriers to the use of machine learning (ML) in the simulation subsystems at a case study organization. READ MORE

  5. 14. Data Governance in Digital Platforms : A case analysis in the building sector

    University essay from Umeå universitet/Institutionen för informatik

    Author : Linda Ender; [2021]
    Keywords : Data Governance; Digital Platform; Taxonomy; Building Sector;

    Abstract : Data are often the foundation of digital innovation and are seen as a highly valuable asset for any organization. Many companies aim to put data at the core of their business, but struggle with regulating data in complex environments. Data governance becomes an integral part for data-driven business. READ MORE

  6. 15. Data-driven Management Framework using National and Corporate Culture Analytics to foster Innovation Ambidexterity : A case study on a world leading telecom company

    University essay from Blekinge Tekniska Högskola/Institutionen för industriell ekonomi

    Author : Chiara Isola; Divya Peddireddy; [2021]
    Keywords : Ambidexterity; Exploration; Exploitation; Innovation; National culture; Corporate culture; Telecommunication Sector; Human Capital; Data-driven Management; Business Strategy; Machine Learning;

    Abstract : Background: In a highly competitive world, leaders of firms highly dependent on innovation, such astelecom companies, must acquire data-driven managerial skills to systematically analyze datasets from multiple points of view to aid decision-making in the new context of Industry 4.0. READ MORE